SIGIR

Simplified Data Wrangling with ir_datasets

Sean MacAvaney, Andrew Yates, Sergey Feldman, Doug Downey, Arman Cohan, Nazli Goharian

Comments SIGIR 2021 Resource

UGRec: Modeling Directed and Undirected Relations for Recommendation

Xinxiao Zhao, Zhiyong Cheng, Lei Zhu, Jiecai Zheng, Xueqing Li

Comments Accepted as a long paper in SIGIR 2021

Passage Retrieval for Outside-Knowledge Visual Question Answering

Chen Qu, Hamed Zamani, Liu Yang, W. Bruce Croft, Erik Learned-Miller

Comments Accepted to SIGIR'21 as a short paper

Knowledge-based Review Generation by Coherence Enhanced Text Planning

Junyi Li, Wayne Xin Zhao, Zhicheng Wei, Nicholas Jing Yuan, Ji-Rong Wen

Comments Accepted by SIGIR 2021 (Long Paper)

Simulating User Satisfaction for the Evaluation of Task-oriented Dialogue Systems

Weiwei Sun, Shuo Zhang, Krisztian Balog, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Maarten de Rijke

Comments Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '21), 2021

TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion

Jiapeng Wu, Yishi Xu, Yingxue Zhang, Chen Ma, Mark Coates, Jackie Chi Kit Cheung

Comments SIGIR 2021 long paper. 13 pages, 4 figures

WTR: A Test Collection for Web Table Retrieval

Zhiyu Chen, Shuo Zhang, Brian D. Davison

Comments Accepted as a resource paper in SIGIR 2021

Retrieving Complex Tables with Multi-Granular Graph Representation Learning

Fei Wang, Kexuan Sun, Muhao Chen, Jay Pujara, Pedro Szekely

Comments Accepted by SIGIR 2021

PreSizE: Predicting Size in E-Commerce using Transformers

Yotam Eshel, Or Levi, Haggai Roitman, Alexander Nus

Comments Accepted for publication in SIGIR'2021

GeoWINE: Geolocation based Wiki, Image,News and Event Retrieval

Golsa Tahmasebzadeh, Endri Kacupaj, Eric Müller-Budack, Sherzod Hakimov, Jens Lehmann, Ralph Ewerth

Comments Accepted for publication in: International ACM SIGIR Conference on Research and Development in Information Retrieval 2021

Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer

Zhiwei Liu, Ziwei Fan, Yu Wang, Philip S. Yu

Comments Accepted by SIGIR 2021

Improving Response Quality with Backward Reasoning in Open-domain Dialogue Systems

Ziming Li, Julia Kiseleva, Maarten de Rijke

Comments 5 pages, 2 figures, Sigir 2021 short

QuTI! Quantifying Text-Image Consistency in Multimodal Documents

Matthias Springstein, Eric Müller-Budack, Ralph Ewerth

Comments Accepted for publication in: International ACM SIGIR Conference on Research and Development in Information Retrieval 2021

TripClick: The Log Files of a Large Health Web Search Engine

Navid Rekabsaz, Oleg Lesota, Markus Schedl, Jon Brassey, Carsten Eickhoff

Comments Accepted at SIGIR 2021

User Preference-aware Fake News Detection

Yingtong Dou, Kai Shu, Congying Xia, Philip S. Yu, Lichao Sun

Comments Accepted by SIGIR'21. Code is available at https://github.com/safe-graph/GNN-FakeNews

AdsGNN: Behavior-Graph Augmented Relevance Modeling in Sponsored Search

Chaozhuo Li, Bochen Pang, Yuming Liu, Hao Sun, Zheng Liu, Xing Xie, Tianqi Yang, Yanling Cui, Liangjie Zhang, Qi Zhang

Comments Accepted as full paper in SIGIR 2021

Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning

Zixuan Li, Xiaolong Jin, Wei Li, Saiping Guan, Jiafeng Guo, Huawei Shen, Yuanzhuo Wang, Xueqi Cheng

Comments SIGIR 2021 Full Paper

Hierarchically Modeling Micro and Macro Behaviors via Multi-Task Learning for Conversion Rate Prediction

Hong Wen, Jing Zhang, Fuyu Lv, Wentian Bao, Tianyi Wang, Zulong Chen

Comments Accepted as SIGIR 2021 short paper

TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers

Yao Wu, Jian Cao, Guandong Xu, Yudong Tan

Comments The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval

Dual-View Distilled BERT for Sentence Embedding

Xingyi Cheng

Comments Accepted at SIGIR 2021

Leveraging Lead Bias for Zero-shot Abstractive News Summarization

Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang

Comments Published in ACM SIGIR 2021

Empowering News Recommendation with Pre-trained Language Models

Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang

Comments To appear in SIGIR 2021

Reputation (In)dependence in Ranking Systems: Demographics Influence Over Output Disparities

Guilherme Ramos, Ludovico Boratto

Comments 4 pages

Journal ref Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, July 25--30, 2020, Virtual Event, China

Exploring Current User Web Search Behaviours in Analysis Tasks to be Supported in Conversational Search

Abhishek Kaushik, Gareth J. F. Jones

Comments Accepted in SIGIR 2018 Second International Workshop on Conversational Approaches to Information Retrieval (CAIR 18), July 12, 2018, Ann Arbor Michigan, USA

Policy-Aware Unbiased Learning to Rank for Top-k Rankings

Harrie Oosterhuis, Maarten de Rijke

Comments SIGIR 2020 full conference paper

Community-based Cyberreading for Information Understanding

Zhuoren Jiang, Xiaozhong Liu, Liangcai Gao, Zhi Tang

Journal ref SIGIR 2016

From Semantic Retrieval to Pairwise Ranking: Applying Deep Learning in E-commerce Search

Rui Li, Yunjiang Jiang, Wenyun Yang, Guoyu Tang, Songlin Wang, Chaoyi Ma, Wei He, Xi Xiong, Yun Xiao, Eric Yihong Zhao

Comments Accepted in SIGIR 2019

High-Precision Extraction of Emerging Concepts from Scientific Literature

Daniel King, Doug Downey, Daniel S. Weld

Comments Accepted to SIGIR 2020

Journal ref Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (2020) 1549-1552

Graph Convolutional Embeddings for Recommender Systems

Paula Gómez Duran, Alexandros Karatzoglou, Jordi Vitrià, Xin Xin, Ioannis Arapakis

Comments 10 pages, 4 figures, SIGIR July 2021

User-Inspired Posterior Network for Recommendation Reason Generation

Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Yanyan Lan, Zhuoye Ding, Dawei Yin

Comments SIGIR 2020